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<div class="title">activation_layer.cl</div>  </div>
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<a href="activation__layer_8cl.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment"> * Copyright (c) 2016, 2017 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> * of this software and associated documentation files (the &quot;Software&quot;), to</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> * deal in the Software without restriction, including without limitation the</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> * furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="helpers_8h.xhtml">helpers.h</a>&quot;</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;</div><div class="line"><a name="l00026"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">   26</a></span>&#160;<span class="preprocessor">#define TYPE VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="preprocessor">#if defined(FIXED_POINT_POSITION)</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="fixed__point_8h.xhtml">fixed_point.h</a>&quot;</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="preprocessor">#define CONST_ONE (1 &lt;&lt; FIXED_POINT_POSITION)</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#define ABS_OP(a) ABS_SAT_OP_EXPAND((a), DATA_TYPE, VEC_SIZE)</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor">#define ADD_OP(a, b) ADD_SAT_OP_EXPAND((a), (b), DATA_TYPE, VEC_SIZE)</span></div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="preprocessor">#define SUB_OP(a, b) SUB_SAT_OP_EXPAND((a), (b), DATA_TYPE, VEC_SIZE)</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="preprocessor">#define MUL_OP(a, b) MUL_SAT_OP_EXPAND((a), (b), DATA_TYPE, VEC_SIZE, FIXED_POINT_POSITION)</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#define MLA_OP(a, b, c) MLA_SAT_OP_EXPAND((a), (b), (c), DATA_TYPE, VEC_SIZE, FIXED_POINT_POSITION)</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="preprocessor">#define DIV_OP(a, b) DIV_SAT_OP_VEC_EXPAND((a), (b), DATA_TYPE, VEC_SIZE, FIXED_POINT_POSITION)</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="preprocessor">#define EXP_OP(a) EXP_OP_EXPAND((a), DATA_TYPE, VEC_SIZE, FIXED_POINT_POSITION)</span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="preprocessor">#define LOG_OP(a) LOG_OP_EXPAND((a), DATA_TYPE, VEC_SIZE, FIXED_POINT_POSITION)</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="preprocessor">#define SQRT_OP(a) DIV_OP(CONST_ONE, INVSQRT_OP_EXPAND((a), DATA_TYPE, VEC_SIZE, FIXED_POINT_POSITION))</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<span class="preprocessor">#define TANH_OP(a) TANH_OP_EXPAND((a), DATA_TYPE, VEC_SIZE, FIXED_POINT_POSITION)</span></div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;<span class="preprocessor">#else </span><span class="comment">/* FIXED_POINT_POSITION */</span><span class="preprocessor"></span></div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;</div><div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">   45</a></span>&#160;<span class="preprocessor">#define CONST_ONE 1.f</span></div><div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a978f1506e23a332b840745ec64a7e855">   46</a></span>&#160;<span class="preprocessor">#define ABS_OP(a) fabs((a))</span></div><div class="line"><a name="l00047"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">   47</a></span>&#160;<span class="preprocessor">#define ADD_OP(a, b) ((a) + (b))</span></div><div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#ad778425e4131c4731f17d7e6e3499a07">   48</a></span>&#160;<span class="preprocessor">#define SUB_OP(a, b) ((a) - (b))</span></div><div class="line"><a name="l00049"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">   49</a></span>&#160;<span class="preprocessor">#define MUL_OP(a, b) ((a) * (b))</span></div><div class="line"><a name="l00050"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#aea31318eaadfd5e99c6a841a63d98246">   50</a></span>&#160;<span class="preprocessor">#define MLA_OP(a, b, c) ((b) * (c) + (a))</span></div><div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a59d29af688da2590946e966789041856">   51</a></span>&#160;<span class="preprocessor">#define DIV_OP(a, b) ((a) / (b))</span></div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">   52</a></span>&#160;<span class="preprocessor">#define EXP_OP(a) exp((a))</span></div><div class="line"><a name="l00053"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a27baf326640fa99f2d9fb6c212e93765">   53</a></span>&#160;<span class="preprocessor">#define LOG_OP(a) log((a))</span></div><div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a44f1faa643e617fab359e647d6df8efd">   54</a></span>&#160;<span class="preprocessor">#define SQRT_OP(a) sqrt((a))</span></div><div class="line"><a name="l00055"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#ae8e589b942df134846634fc08b969f94">   55</a></span>&#160;<span class="preprocessor">#define TANH_OP(a) tanh((a))</span></div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* FIXED_POINT_POSITION */</span><span class="preprocessor"></span></div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;<span class="comment">// Logistic Activation</span></div><div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a7c4dbd924da062c3dc248dcc4993884e">   60</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> <a class="code" href="activation__layer_8cl.xhtml#a7c4dbd924da062c3dc248dcc4993884e">logistic_op</a>(<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> x)</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;{</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a59d29af688da2590946e966789041856">DIV_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)<a class="code" href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a>, <a class="code" href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)CONST_ONE, <a class="code" href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a>(-x)));</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;}</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;<span class="comment">// Hyperbolic Tangent Activation</span></div><div class="line"><a name="l00065"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#afd256b3350090464ec6a764891e03fe0">   65</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> <a class="code" href="activation__layer_8cl.xhtml#afd256b3350090464ec6a764891e03fe0">tanh_op</a>(<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> x)</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;{</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, <a class="code" href="activation__layer_8cl.xhtml#ae8e589b942df134846634fc08b969f94">TANH_OP</a>(<a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)B_VAL, x)));</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;}</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;<span class="comment">// RELU Tangent Activation</span></div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a75e592782269093560081144973b1227">   70</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> <a class="code" href="activation__layer_8cl.xhtml#a75e592782269093560081144973b1227">relu_op</a>(<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> x)</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;{</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(0, x);</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;}</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;<span class="comment">// Bounded RELU Activation</span></div><div class="line"><a name="l00075"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#aceaec5c948eb4a004fad33f4c769882a">   75</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> <a class="code" href="activation__layer_8cl.xhtml#aceaec5c948eb4a004fad33f4c769882a">brelu_op</a>(<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> x)</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;{</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">min</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(0, x));</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;}</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;<span class="comment">// Lower Upper Bounded RELU Activation</span></div><div class="line"><a name="l00080"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a979d1d0d0b9b9595f467d94b1c22faea">   80</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> <a class="code" href="activation__layer_8cl.xhtml#a979d1d0d0b9b9595f467d94b1c22faea">lu_brelu_op</a>(<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> x)</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;{</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">min</a>(<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(x, (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)B_VAL), (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL);</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;}</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;<span class="comment">// Leaky RELU Activation</span></div><div class="line"><a name="l00085"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a067fc4f955fe2f0ea21900c0a3772d5e">   85</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> <a class="code" href="activation__layer_8cl.xhtml#a067fc4f955fe2f0ea21900c0a3772d5e">lrelu_op</a>(<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> x)</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;{</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;    <span class="keywordflow">return</span> select(<a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, x), x, x &gt; (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)0);</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;}</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;<span class="comment">// Soft RELU Activation</span></div><div class="line"><a name="l00090"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#af906a313c9c945e03c18f7abf8f53e89">   90</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> <a class="code" href="activation__layer_8cl.xhtml#af906a313c9c945e03c18f7abf8f53e89">srelu_op</a>(<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> x)</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;{</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a27baf326640fa99f2d9fb6c212e93765">LOG_OP</a>(<a class="code" href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)<a class="code" href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a>, <a class="code" href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a>(x)));</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;}</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;<span class="comment">// Absolute Activation</span></div><div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a9662f169f7eeb73c3a835eea59c1e222">   95</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> <a class="code" href="activation__layer_8cl.xhtml#a9662f169f7eeb73c3a835eea59c1e222">abs_op</a>(<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> x)</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;{</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a978f1506e23a332b840745ec64a7e855">ABS_OP</a>(x);</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;}</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;<span class="comment">// Square Activation</span></div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a3ee9790a5feb18c791e7f921fc83a76f">  100</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> <a class="code" href="activation__layer_8cl.xhtml#a3ee9790a5feb18c791e7f921fc83a76f">square_op</a>(<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> x)</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;{</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>(x, x);</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;}</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;<span class="comment">// Square-root Activation</span></div><div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#ac6da2650b8dfad9553a22c0ded1d7bc8">  105</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> <a class="code" href="activation__layer_8cl.xhtml#ac6da2650b8dfad9553a22c0ded1d7bc8">sqrt_op</a>(<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> x)</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;{</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a44f1faa643e617fab359e647d6df8efd">SQRT_OP</a>(x);</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;}</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;<span class="comment">// Linear Activation</span></div><div class="line"><a name="l00110"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a75fd6a1c539ef6ab44e460be072fcc6b">  110</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> <a class="code" href="activation__layer_8cl.xhtml#a75fd6a1c539ef6ab44e460be072fcc6b">linear_op</a>(<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> x)</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;{</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#aea31318eaadfd5e99c6a841a63d98246">MLA_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)B_VAL, (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, x);</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;}</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;</div><div class="line"><a name="l00115"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#ab13ec269b92f52bb2f1f6dcf12956704">  115</a></span>&#160;<span class="preprocessor">#define ACTIVATION_OP2(op, x) op##_op(x)</span></div><div class="line"><a name="l00116"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a5a310089a4e6b6de57a075a9bd4ced82">  116</a></span>&#160;<span class="preprocessor">#define ACTIVATION_OP(op, x) ACTIVATION_OP2(op, x)</span></div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;</div><div class="line"><a name="l00145"></a><span class="lineno"><a class="line" href="activation__layer_8cl.xhtml#a22355c125bcfe5bf82a7c5d4c422dc50">  145</a></span>&#160;__kernel <span class="keywordtype">void</span> <a class="code" href="activation__layer_8cl.xhtml#a22355c125bcfe5bf82a7c5d4c422dc50">activation_layer</a>(</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;    <a class="code" href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(input)</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;#ifndef IN_PLACE</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;    ,</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;    <a class="code" href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(output)</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;#endif <span class="comment">/* not IN_PLACE */</span></div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;)</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;{</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;    <span class="comment">// Get pixels pointer</span></div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;    <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> input = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(input);</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;<span class="preprocessor">#ifdef IN_PLACE</span></div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;    <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> output = input;</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;<span class="preprocessor">#else  </span><span class="comment">/* IN_PLACE */</span><span class="preprocessor"></span></div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;    <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> output = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(output);</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* IN_PLACE */</span><span class="preprocessor"></span></div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;    <span class="comment">// Load data</span></div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;    <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> data = <a class="code" href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a>(VEC_SIZE)(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)input.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;    <span class="comment">// Perform activation</span></div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;    data = <a class="code" href="activation__layer_8cl.xhtml#a5a310089a4e6b6de57a075a9bd4ced82">ACTIVATION_OP</a>(ACT, data);</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;    <span class="comment">// Store result</span></div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;    <a class="code" href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a>(VEC_SIZE)</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    (data, 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)output.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;}</div><div class="ttc" id="activation__layer_8cl_xhtml_a27baf326640fa99f2d9fb6c212e93765"><div class="ttname"><a href="activation__layer_8cl.xhtml#a27baf326640fa99f2d9fb6c212e93765">LOG_OP</a></div><div class="ttdeci">#define LOG_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00053">activation_layer.cl:53</a></div></div>
<div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_a287e2fc366c312b468382c95bb90f91f"><div class="ttname"><a href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a></div><div class="ttdeci">#define VLOAD(size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00040">helpers.h:40</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_a31c8c760f08fb1a331b16b7c204321dc"><div class="ttname"><a href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_TENSOR3D_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00117">helpers.h:117</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a22355c125bcfe5bf82a7c5d4c422dc50"><div class="ttname"><a href="activation__layer_8cl.xhtml#a22355c125bcfe5bf82a7c5d4c422dc50">activation_layer</a></div><div class="ttdeci">__kernel void activation_layer(__global uchar *input_ptr, uint input_stride_x, uint input_step_x, uint input_stride_y, uint input_step_y, uint input_stride_z, uint input_step_z, uint input_offset_first_element_in_bytes, __global uchar *output_ptr, uint output_stride_x, uint output_step_x, uint output_stride_y, uint output_step_y, uint output_stride_z, uint output_step_z, uint output_offset_first_element_in_bytes)</div><div class="ttdoc">This performs an activation function floating point inputs. </div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00145">activation_layer.cl:145</a></div></div>
<div class="ttc" id="convolution3x3_8cl_xhtml_afb8c72ce35c4a1f4a2588d6573e54aa1"><div class="ttname"><a href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a></div><div class="ttdeci">#define DATA_TYPE</div><div class="ttdef"><b>Definition:</b> <a href="convolution3x3_8cl_source.xhtml#l00027">convolution3x3.cl:27</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a978f1506e23a332b840745ec64a7e855"><div class="ttname"><a href="activation__layer_8cl.xhtml#a978f1506e23a332b840745ec64a7e855">ABS_OP</a></div><div class="ttdeci">#define ABS_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00046">activation_layer.cl:46</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div>
<div class="ttc" id="struct_tensor3_d_xhtml"><div class="ttname"><a href="struct_tensor3_d.xhtml">Tensor3D</a></div><div class="ttdoc">Structure to hold 3D tensor information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00149">helpers.h:149</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_acb282042d1edeeaa3cc979a206f78b54"><div class="ttname"><a href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a></div><div class="ttdeci">#define VSTORE(size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00043">helpers.h:43</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a75e592782269093560081144973b1227"><div class="ttname"><a href="activation__layer_8cl.xhtml#a75e592782269093560081144973b1227">relu_op</a></div><div class="ttdeci">DATA_TYPEVEC_SIZE relu_op(DATA_TYPEVEC_SIZE x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00070">activation_layer.cl:70</a></div></div>
<div class="ttc" id="helpers_8h_xhtml"><div class="ttname"><a href="helpers_8h.xhtml">helpers.h</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_af906a313c9c945e03c18f7abf8f53e89"><div class="ttname"><a href="activation__layer_8cl.xhtml#af906a313c9c945e03c18f7abf8f53e89">srelu_op</a></div><div class="ttdeci">DATA_TYPEVEC_SIZE srelu_op(DATA_TYPEVEC_SIZE x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00090">activation_layer.cl:90</a></div></div>
<div class="ttc" id="fixed__point_8h_xhtml"><div class="ttname"><a href="fixed__point_8h.xhtml">fixed_point.h</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_aebbeb1f22eca3a3f4c3e019e8f419f39"><div class="ttname"><a href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a></div><div class="ttdeci">#define ADD_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00047">activation_layer.cl:47</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_abbb9b09cf7ef5835661605d07f4b7a1d"><div class="ttname"><a href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a></div><div class="ttdeci">#define EXP_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00052">activation_layer.cl:52</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_ac6da2650b8dfad9553a22c0ded1d7bc8"><div class="ttname"><a href="activation__layer_8cl.xhtml#ac6da2650b8dfad9553a22c0ded1d7bc8">sqrt_op</a></div><div class="ttdeci">DATA_TYPEVEC_SIZE sqrt_op(DATA_TYPEVEC_SIZE x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00105">activation_layer.cl:105</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a75fd6a1c539ef6ab44e460be072fcc6b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a75fd6a1c539ef6ab44e460be072fcc6b">linear_op</a></div><div class="ttdeci">DATA_TYPEVEC_SIZE linear_op(DATA_TYPEVEC_SIZE x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00110">activation_layer.cl:110</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a5a310089a4e6b6de57a075a9bd4ced82"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a310089a4e6b6de57a075a9bd4ced82">ACTIVATION_OP</a></div><div class="ttdeci">#define ACTIVATION_OP(op, x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00116">activation_layer.cl:116</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a44f1faa643e617fab359e647d6df8efd"><div class="ttname"><a href="activation__layer_8cl.xhtml#a44f1faa643e617fab359e647d6df8efd">SQRT_OP</a></div><div class="ttdeci">#define SQRT_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00054">activation_layer.cl:54</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_a6b83038822d1ae7ab619b684ed3b7fc0"><div class="ttname"><a href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a></div><div class="ttdeci">#define TENSOR3D_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00074">helpers.h:74</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a979d1d0d0b9b9595f467d94b1c22faea"><div class="ttname"><a href="activation__layer_8cl.xhtml#a979d1d0d0b9b9595f467d94b1c22faea">lu_brelu_op</a></div><div class="ttdeci">DATA_TYPEVEC_SIZE lu_brelu_op(DATA_TYPEVEC_SIZE x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00080">activation_layer.cl:80</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_aea31318eaadfd5e99c6a841a63d98246"><div class="ttname"><a href="activation__layer_8cl.xhtml#aea31318eaadfd5e99c6a841a63d98246">MLA_OP</a></div><div class="ttdeci">#define MLA_OP(a, b, c)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00050">activation_layer.cl:50</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_afd256b3350090464ec6a764891e03fe0"><div class="ttname"><a href="activation__layer_8cl.xhtml#afd256b3350090464ec6a764891e03fe0">tanh_op</a></div><div class="ttdeci">DATA_TYPEVEC_SIZE tanh_op(DATA_TYPEVEC_SIZE x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00065">activation_layer.cl:65</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a7c4dbd924da062c3dc248dcc4993884e"><div class="ttname"><a href="activation__layer_8cl.xhtml#a7c4dbd924da062c3dc248dcc4993884e">logistic_op</a></div><div class="ttdeci">DATA_TYPEVEC_SIZE logistic_op(DATA_TYPEVEC_SIZE x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00060">activation_layer.cl:60</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a3a04e05afb970ee504363afb46c7fa32"><div class="ttname"><a href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a></div><div class="ttdeci">#define CONST_ONE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00045">activation_layer.cl:45</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_ae8e589b942df134846634fc08b969f94"><div class="ttname"><a href="activation__layer_8cl.xhtml#ae8e589b942df134846634fc08b969f94">TANH_OP</a></div><div class="ttdeci">#define TANH_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00055">activation_layer.cl:55</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_aceaec5c948eb4a004fad33f4c769882a"><div class="ttname"><a href="activation__layer_8cl.xhtml#aceaec5c948eb4a004fad33f4c769882a">brelu_op</a></div><div class="ttdeci">DATA_TYPEVEC_SIZE brelu_op(DATA_TYPEVEC_SIZE x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00075">activation_layer.cl:75</a></div></div>
<div class="ttc" id="struct_tensor3_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor3D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00151">helpers.h:151</a></div></div>
<div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a9662f169f7eeb73c3a835eea59c1e222"><div class="ttname"><a href="activation__layer_8cl.xhtml#a9662f169f7eeb73c3a835eea59c1e222">abs_op</a></div><div class="ttdeci">DATA_TYPEVEC_SIZE abs_op(DATA_TYPEVEC_SIZE x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00095">activation_layer.cl:95</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_ad3cc858846806e6b1d3694b9d0a2e6da"><div class="ttname"><a href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a></div><div class="ttdeci">#define MUL_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00049">activation_layer.cl:49</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a59d29af688da2590946e966789041856"><div class="ttname"><a href="activation__layer_8cl.xhtml#a59d29af688da2590946e966789041856">DIV_OP</a></div><div class="ttdeci">#define DIV_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00051">activation_layer.cl:51</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a067fc4f955fe2f0ea21900c0a3772d5e"><div class="ttname"><a href="activation__layer_8cl.xhtml#a067fc4f955fe2f0ea21900c0a3772d5e">lrelu_op</a></div><div class="ttdeci">DATA_TYPEVEC_SIZE lrelu_op(DATA_TYPEVEC_SIZE x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00085">activation_layer.cl:85</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a3ee9790a5feb18c791e7f921fc83a76f"><div class="ttname"><a href="activation__layer_8cl.xhtml#a3ee9790a5feb18c791e7f921fc83a76f">square_op</a></div><div class="ttdeci">DATA_TYPEVEC_SIZE square_op(DATA_TYPEVEC_SIZE x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00100">activation_layer.cl:100</a></div></div>
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